Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 2793 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 522.8 KiB |
| Average record size in memory | 191.7 B |
Variable types
| Categorical | 9 |
|---|---|
| Numeric | 11 |
Route has a high cardinality: 2793 distinct values | High cardinality |
ORIGIN has a high cardinality: 262 distinct values | High cardinality |
DESTINATION has a high cardinality: 267 distinct values | High cardinality |
ORIGIN_CITY_NAME has a high cardinality: 256 distinct values | High cardinality |
DEST_CITY_NAME has a high cardinality: 262 distinct values | High cardinality |
Origin_NAME has a high cardinality: 262 distinct values | High cardinality |
Destination_NAME has a high cardinality: 267 distinct values | High cardinality |
DEP_DELAY is highly overall correlated with ARR_DELAY and 4 other fields | High correlation |
ARR_DELAY is highly overall correlated with DEP_DELAY and 4 other fields | High correlation |
AIR_TIME is highly overall correlated with DEP_DELAY and 4 other fields | High correlation |
Flight_Num is highly overall correlated with DEP_DELAY and 4 other fields | High correlation |
DISTANCE is highly overall correlated with DEP_DELAY and 4 other fields | High correlation |
Passenger_Num is highly overall correlated with DEP_DELAY and 4 other fields | High correlation |
Route is uniformly distributed | Uniform |
Route has unique values | Unique |
Reproduction
| Analysis started | 2023-09-22 19:02:28.270826 |
|---|---|
| Analysis finished | 2023-09-22 19:02:42.834634 |
| Duration | 14.56 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Route
Categorical
HIGH CARDINALITY  UNIFORM  UNIQUE 
| Distinct | 2793 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.6 KiB |
| ABE-ATL | 1 |
|---|---|
| ATL-EYW | 1 |
| GSO-IAD | 1 |
| GSP-IAD | 1 |
| HNL-IAD | 1 |
| Other values (2788) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 19551 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2793 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ABE-ATL |
|---|---|
| 2nd row | ABQ-ATL |
| 3rd row | ABY-ATL |
| 4th row | AEX-ATL |
| 5th row | AGS-ATL |
Common Values
| Value | Count | Frequency (%) |
| ABE-ATL | 1 | < 0.1% |
| ATL-EYW | 1 | < 0.1% |
| GSO-IAD | 1 | < 0.1% |
| GSP-IAD | 1 | < 0.1% |
| HNL-IAD | 1 | < 0.1% |
| HSV-IAD | 1 | < 0.1% |
| IAD-LWB | 1 | < 0.1% |
| IAD-MDT | 1 | < 0.1% |
| ALB-EWR | 1 | < 0.1% |
| EWR-EYW | 1 | < 0.1% |
| Other values (2783) | 2783 |
Length
| Value | Count | Frequency (%) |
| abe-atl | 1 | < 0.1% |
| abe-clt | 1 | < 0.1% |
| dtw-fll | 1 | < 0.1% |
| alb-clt | 1 | < 0.1% |
| aby-atl | 1 | < 0.1% |
| aex-atl | 1 | < 0.1% |
| ags-atl | 1 | < 0.1% |
| alb-atl | 1 | < 0.1% |
| ase-atl | 1 | < 0.1% |
| atl-csg | 1 | < 0.1% |
| Other values (2783) | 2783 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 2793 | |
| A | 1738 | 8.9% |
| S | 1470 | 7.5% |
| L | 1354 | 6.9% |
| D | 1181 | 6.0% |
| C | 884 | 4.5% |
| T | 857 | 4.4% |
| M | 851 | 4.4% |
| P | 775 | 4.0% |
| O | 766 | 3.9% |
| Other values (17) | 6882 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 16758 | |
| Dash Punctuation | 2793 | 14.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1738 | 10.4% |
| S | 1470 | 8.8% |
| L | 1354 | 8.1% |
| D | 1181 | 7.0% |
| C | 884 | 5.3% |
| T | 857 | 5.1% |
| M | 851 | 5.1% |
| P | 775 | 4.6% |
| O | 766 | 4.6% |
| I | 719 | 4.3% |
| Other values (16) | 6163 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2793 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16758 | |
| Common | 2793 | 14.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 1738 | 10.4% |
| S | 1470 | 8.8% |
| L | 1354 | 8.1% |
| D | 1181 | 7.0% |
| C | 884 | 5.3% |
| T | 857 | 5.1% |
| M | 851 | 5.1% |
| P | 775 | 4.6% |
| O | 766 | 4.6% |
| I | 719 | 4.3% |
| Other values (16) | 6163 |
Common
| Value | Count | Frequency (%) |
| - | 2793 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19551 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 2793 | |
| A | 1738 | 8.9% |
| S | 1470 | 7.5% |
| L | 1354 | 6.9% |
| D | 1181 | 6.0% |
| C | 884 | 4.5% |
| T | 857 | 4.4% |
| M | 851 | 4.4% |
| P | 775 | 4.0% |
| O | 766 | 3.9% |
| Other values (17) | 6882 |
ORIGIN
Categorical
| Distinct | 262 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.6 KiB |
| ATL | 145 |
|---|---|
| DFW | 122 |
| DEN | 114 |
| CLT | 105 |
| DTW | 72 |
| Other values (257) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8379 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 76 ? |
|---|---|
| Unique (%) | 2.7% |
Sample
| 1st row | ABE |
|---|---|
| 2nd row | ABQ |
| 3rd row | ABY |
| 4th row | AEX |
| 5th row | AGS |
Common Values
| Value | Count | Frequency (%) |
| ATL | 145 | 5.2% |
| DFW | 122 | 4.4% |
| DEN | 114 | 4.1% |
| CLT | 105 | 3.8% |
| DTW | 72 | 2.6% |
| DCA | 65 | 2.3% |
| EWR | 61 | 2.2% |
| IAH | 59 | 2.1% |
| LAS | 58 | 2.1% |
| BOS | 57 | 2.0% |
| Other values (252) | 1935 |
Length
| Value | Count | Frequency (%) |
| atl | 145 | 5.2% |
| dfw | 122 | 4.4% |
| den | 114 | 4.1% |
| clt | 105 | 3.8% |
| dtw | 72 | 2.6% |
| dca | 65 | 2.3% |
| ewr | 61 | 2.2% |
| iah | 59 | 2.1% |
| las | 58 | 2.1% |
| bos | 57 | 2.0% |
| Other values (252) | 1935 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 1008 | 12.0% |
| L | 797 | 9.5% |
| D | 684 | 8.2% |
| C | 519 | 6.2% |
| B | 448 | 5.3% |
| S | 433 | 5.2% |
| T | 432 | 5.2% |
| I | 377 | 4.5% |
| W | 376 | 4.5% |
| E | 368 | 4.4% |
| Other values (16) | 2937 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 8379 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 1008 | 12.0% |
| L | 797 | 9.5% |
| D | 684 | 8.2% |
| C | 519 | 6.2% |
| B | 448 | 5.3% |
| S | 433 | 5.2% |
| T | 432 | 5.2% |
| I | 377 | 4.5% |
| W | 376 | 4.5% |
| E | 368 | 4.4% |
| Other values (16) | 2937 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8379 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 1008 | 12.0% |
| L | 797 | 9.5% |
| D | 684 | 8.2% |
| C | 519 | 6.2% |
| B | 448 | 5.3% |
| S | 433 | 5.2% |
| T | 432 | 5.2% |
| I | 377 | 4.5% |
| W | 376 | 4.5% |
| E | 368 | 4.4% |
| Other values (16) | 2937 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8379 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 1008 | 12.0% |
| L | 797 | 9.5% |
| D | 684 | 8.2% |
| C | 519 | 6.2% |
| B | 448 | 5.3% |
| S | 433 | 5.2% |
| T | 432 | 5.2% |
| I | 377 | 4.5% |
| W | 376 | 4.5% |
| E | 368 | 4.4% |
| Other values (16) | 2937 |
DESTINATION
Categorical
| Distinct | 267 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.6 KiB |
| ORD | 110 |
|---|---|
| SLC | 80 |
| SEA | 76 |
| MSP | 76 |
| PHX | 72 |
| Other values (262) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8379 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 80 ? |
|---|---|
| Unique (%) | 2.9% |
Sample
| 1st row | ATL |
|---|---|
| 2nd row | ATL |
| 3rd row | ATL |
| 4th row | ATL |
| 5th row | ATL |
Common Values
| Value | Count | Frequency (%) |
| ORD | 110 | 3.9% |
| SLC | 80 | 2.9% |
| SEA | 76 | 2.7% |
| MSP | 76 | 2.7% |
| PHX | 72 | 2.6% |
| SFO | 71 | 2.5% |
| PHL | 68 | 2.4% |
| TPA | 62 | 2.2% |
| SFB | 54 | 1.9% |
| STL | 54 | 1.9% |
| Other values (257) | 2070 |
Length
| Value | Count | Frequency (%) |
| ord | 110 | 3.9% |
| slc | 80 | 2.9% |
| sea | 76 | 2.7% |
| msp | 76 | 2.7% |
| phx | 72 | 2.6% |
| sfo | 71 | 2.5% |
| phl | 68 | 2.4% |
| tpa | 62 | 2.2% |
| las | 54 | 1.9% |
| stl | 54 | 1.9% |
| Other values (257) | 2070 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 1037 | 12.4% |
| A | 730 | 8.7% |
| L | 557 | 6.6% |
| P | 555 | 6.6% |
| M | 505 | 6.0% |
| D | 497 | 5.9% |
| O | 436 | 5.2% |
| T | 425 | 5.1% |
| R | 421 | 5.0% |
| F | 369 | 4.4% |
| Other values (16) | 2847 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 8379 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1037 | 12.4% |
| A | 730 | 8.7% |
| L | 557 | 6.6% |
| P | 555 | 6.6% |
| M | 505 | 6.0% |
| D | 497 | 5.9% |
| O | 436 | 5.2% |
| T | 425 | 5.1% |
| R | 421 | 5.0% |
| F | 369 | 4.4% |
| Other values (16) | 2847 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8379 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 1037 | 12.4% |
| A | 730 | 8.7% |
| L | 557 | 6.6% |
| P | 555 | 6.6% |
| M | 505 | 6.0% |
| D | 497 | 5.9% |
| O | 436 | 5.2% |
| T | 425 | 5.1% |
| R | 421 | 5.0% |
| F | 369 | 4.4% |
| Other values (16) | 2847 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8379 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 1037 | 12.4% |
| A | 730 | 8.7% |
| L | 557 | 6.6% |
| P | 555 | 6.6% |
| M | 505 | 6.0% |
| D | 497 | 5.9% |
| O | 436 | 5.2% |
| T | 425 | 5.1% |
| R | 421 | 5.0% |
| F | 369 | 4.4% |
| Other values (16) | 2847 |
ORIGIN_CITY_NAME
Categorical
| Distinct | 256 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.6 KiB |
| Atlanta, GA | 145 |
|---|---|
| Dallas/Fort Worth, TX | 122 |
| Denver, CO | 114 |
| Washington, DC | 107 |
| Charlotte, NC | 105 |
| Other values (251) |
Length
| Max length | 30 |
|---|---|
| Median length | 28 |
| Mean length | 13.088077 |
| Min length | 8 |
Characters and Unicode
| Total characters | 36555 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 76 ? |
|---|---|
| Unique (%) | 2.7% |
Sample
| 1st row | Allentown/Bethlehem/Easton, PA |
|---|---|
| 2nd row | Albuquerque, NM |
| 3rd row | Albany, GA |
| 4th row | Alexandria, LA |
| 5th row | Augusta, GA |
Common Values
| Value | Count | Frequency (%) |
| Atlanta, GA | 145 | 5.2% |
| Dallas/Fort Worth, TX | 122 | 4.4% |
| Denver, CO | 114 | 4.1% |
| Washington, DC | 107 | 3.8% |
| Charlotte, NC | 105 | 3.8% |
| Houston, TX | 93 | 3.3% |
| Chicago, IL | 79 | 2.8% |
| Detroit, MI | 72 | 2.6% |
| New York, NY | 67 | 2.4% |
| Phoenix, AZ | 64 | 2.3% |
| Other values (246) | 1825 |
Length
| Value | Count | Frequency (%) |
| tx | 355 | 5.7% |
| fl | 171 | 2.7% |
| ga | 151 | 2.4% |
| co | 150 | 2.4% |
| ca | 147 | 2.3% |
| atlanta | 145 | 2.3% |
| nc | 140 | 2.2% |
| ny | 133 | 2.1% |
| oh | 127 | 2.0% |
| worth | 122 | 1.9% |
| Other values (326) | 4618 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3466 | 9.5% | |
| , | 2793 | 7.6% |
| a | 2619 | 7.2% |
| o | 2052 | 5.6% |
| e | 1897 | 5.2% |
| n | 1875 | 5.1% |
| t | 1846 | 5.0% |
| l | 1787 | 4.9% |
| r | 1469 | 4.0% |
| i | 1423 | 3.9% |
| Other values (46) | 15328 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 20746 | |
| Uppercase Letter | 9292 | |
| Space Separator | 3466 | 9.5% |
| Other Punctuation | 3047 | 8.3% |
| Dash Punctuation | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2619 | |
| o | 2052 | |
| e | 1897 | |
| n | 1875 | |
| t | 1846 | |
| l | 1787 | |
| r | 1469 | |
| i | 1423 | 6.9% |
| s | 1313 | 6.3% |
| h | 846 | 4.1% |
| Other values (16) | 3619 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1065 | 11.5% |
| A | 1021 | 11.0% |
| N | 818 | 8.8% |
| D | 630 | 6.8% |
| L | 534 | 5.7% |
| M | 525 | 5.7% |
| T | 511 | 5.5% |
| O | 447 | 4.8% |
| I | 415 | 4.5% |
| F | 412 | 4.4% |
| Other values (15) | 2914 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2793 | |
| / | 236 | 7.7% |
| . | 18 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 3466 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 30038 | |
| Common | 6517 | 17.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2619 | 8.7% |
| o | 2052 | 6.8% |
| e | 1897 | 6.3% |
| n | 1875 | 6.2% |
| t | 1846 | 6.1% |
| l | 1787 | 5.9% |
| r | 1469 | 4.9% |
| i | 1423 | 4.7% |
| s | 1313 | 4.4% |
| C | 1065 | 3.5% |
| Other values (41) | 12692 |
Common
| Value | Count | Frequency (%) |
| 3466 | ||
| , | 2793 | |
| / | 236 | 3.6% |
| . | 18 | 0.3% |
| - | 4 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36555 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3466 | 9.5% | |
| , | 2793 | 7.6% |
| a | 2619 | 7.2% |
| o | 2052 | 5.6% |
| e | 1897 | 5.2% |
| n | 1875 | 5.1% |
| t | 1846 | 5.0% |
| l | 1787 | 4.9% |
| r | 1469 | 4.0% |
| i | 1423 | 3.9% |
| Other values (46) | 15328 |
DEST_CITY_NAME
Categorical
| Distinct | 262 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.6 KiB |
| Chicago, IL | 142 |
|---|---|
| Salt Lake City, UT | 80 |
| Minneapolis, MN | 76 |
| Seattle, WA | 76 |
| Phoenix, AZ | 72 |
| Other values (257) |
Length
| Max length | 34 |
|---|---|
| Median length | 28 |
| Mean length | 13.587898 |
| Min length | 8 |
Characters and Unicode
| Total characters | 37951 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 79 ? |
|---|---|
| Unique (%) | 2.8% |
Sample
| 1st row | Atlanta, GA |
|---|---|
| 2nd row | Atlanta, GA |
| 3rd row | Atlanta, GA |
| 4th row | Atlanta, GA |
| 5th row | Atlanta, GA |
Common Values
| Value | Count | Frequency (%) |
| Chicago, IL | 142 | 5.1% |
| Salt Lake City, UT | 80 | 2.9% |
| Minneapolis, MN | 76 | 2.7% |
| Seattle, WA | 76 | 2.7% |
| Phoenix, AZ | 72 | 2.6% |
| San Francisco, CA | 71 | 2.5% |
| Philadelphia, PA | 68 | 2.4% |
| Houston, TX | 65 | 2.3% |
| New York, NY | 63 | 2.3% |
| Tampa, FL | 62 | 2.2% |
| Other values (252) | 2018 |
Length
| Value | Count | Frequency (%) |
| fl | 406 | 6.1% |
| ca | 347 | 5.2% |
| san | 191 | 2.9% |
| tx | 187 | 2.8% |
| il | 164 | 2.5% |
| chicago | 142 | 2.1% |
| city | 142 | 2.1% |
| ny | 118 | 1.8% |
| pa | 114 | 1.7% |
| az | 98 | 1.5% |
| Other values (329) | 4745 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3861 | 10.2% | |
| a | 2903 | 7.6% |
| , | 2793 | 7.4% |
| e | 2102 | 5.5% |
| o | 1977 | 5.2% |
| n | 1844 | 4.9% |
| i | 1697 | 4.5% |
| t | 1527 | 4.0% |
| l | 1456 | 3.8% |
| s | 1291 | 3.4% |
| Other values (47) | 16500 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 21305 | |
| Uppercase Letter | 9674 | |
| Space Separator | 3861 | 10.2% |
| Other Punctuation | 3110 | 8.2% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2903 | |
| e | 2102 | |
| o | 1977 | |
| n | 1844 | |
| i | 1697 | 8.0% |
| t | 1527 | 7.2% |
| l | 1456 | 6.8% |
| s | 1291 | 6.1% |
| r | 1288 | 6.0% |
| h | 889 | 4.2% |
| Other values (16) | 4331 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 973 | 10.1% |
| L | 969 | 10.0% |
| C | 926 | 9.6% |
| S | 764 | 7.9% |
| N | 661 | 6.8% |
| F | 635 | 6.6% |
| M | 574 | 5.9% |
| P | 509 | 5.3% |
| T | 455 | 4.7% |
| O | 413 | 4.3% |
| Other values (16) | 2795 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2793 | |
| / | 223 | 7.2% |
| . | 94 | 3.0% |
Space Separator
| Value | Count | Frequency (%) |
| 3861 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 30979 | |
| Common | 6972 | 18.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2903 | 9.4% |
| e | 2102 | 6.8% |
| o | 1977 | 6.4% |
| n | 1844 | 6.0% |
| i | 1697 | 5.5% |
| t | 1527 | 4.9% |
| l | 1456 | 4.7% |
| s | 1291 | 4.2% |
| r | 1288 | 4.2% |
| A | 973 | 3.1% |
| Other values (42) | 13921 |
Common
| Value | Count | Frequency (%) |
| 3861 | ||
| , | 2793 | |
| / | 223 | 3.2% |
| . | 94 | 1.3% |
| - | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37951 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3861 | 10.2% | |
| a | 2903 | 7.6% |
| , | 2793 | 7.4% |
| e | 2102 | 5.5% |
| o | 1977 | 5.2% |
| n | 1844 | 4.9% |
| i | 1697 | 4.5% |
| t | 1527 | 4.0% |
| l | 1456 | 3.8% |
| s | 1291 | 3.4% |
| Other values (47) | 16500 |
DEP_DELAY
Real number (ℝ)
| Distinct | 2526 |
|---|---|
| Distinct (%) | 90.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7754.2786 |
| Minimum | 0 |
|---|---|
| Maximum | 164175 |
| Zeros | 16 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 281 |
| Q1 | 1862 |
| median | 4627 |
| Q3 | 9810 |
| 95-th percentile | 25982.8 |
| Maximum | 164175 |
| Range | 164175 |
| Interquartile range (IQR) | 7948 |
Descriptive statistics
| Standard deviation | 10249.228 |
|---|---|
| Coefficient of variation (CV) | 1.3217513 |
| Kurtosis | 41.326234 |
| Mean | 7754.2786 |
| Median Absolute Deviation (MAD) | 3415 |
| Skewness | 4.5564081 |
| Sum | 21657700 |
| Variance | 1.0504667 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16 | 0.6% |
| 3715 | 3 | 0.1% |
| 3158 | 3 | 0.1% |
| 60 | 3 | 0.1% |
| 3340 | 3 | 0.1% |
| 2475 | 3 | 0.1% |
| 2377 | 3 | 0.1% |
| 4476 | 3 | 0.1% |
| 2509 | 3 | 0.1% |
| 1581 | 3 | 0.1% |
| Other values (2516) | 2750 |
| Value | Count | Frequency (%) |
| 0 | 16 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 5 | 2 | 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 164175 | 1 | |
| 149123 | 1 | |
| 97935 | 1 | |
| 89563 | 1 | |
| 79597 | 1 | |
| 75429 | 1 | |
| 68654 | 1 | |
| 63883 | 1 | |
| 62952 | 1 | |
| 62522 | 1 |
ARR_DELAY
Real number (ℝ)
| Distinct | 2547 |
|---|---|
| Distinct (%) | 91.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8387.2342 |
| Minimum | 0 |
|---|---|
| Maximum | 191244 |
| Zeros | 18 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 294 |
| Q1 | 1888 |
| median | 5056 |
| Q3 | 10406 |
| 95-th percentile | 27829.4 |
| Maximum | 191244 |
| Range | 191244 |
| Interquartile range (IQR) | 8518 |
Descriptive statistics
| Standard deviation | 11497.404 |
|---|---|
| Coefficient of variation (CV) | 1.3708219 |
| Kurtosis | 50.543514 |
| Mean | 8387.2342 |
| Median Absolute Deviation (MAD) | 3657 |
| Skewness | 5.0417773 |
| Sum | 23425545 |
| Variance | 1.321903 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18 | 0.6% |
| 1473 | 4 | 0.1% |
| 621 | 4 | 0.1% |
| 1428 | 4 | 0.1% |
| 1188 | 3 | 0.1% |
| 6232 | 3 | 0.1% |
| 933 | 3 | 0.1% |
| 4928 | 3 | 0.1% |
| 1694 | 3 | 0.1% |
| 1978 | 3 | 0.1% |
| Other values (2537) | 2745 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1 | 1 | < 0.1% |
| 2 | 2 | 0.1% |
| 3 | 2 | 0.1% |
| 4 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 15 | 2 | 0.1% |
| 17 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 191244 | 1 | |
| 181160 | 1 | |
| 108161 | 1 | |
| 105080 | 1 | |
| 88326 | 1 | |
| 85473 | 1 | |
| 75405 | 1 | |
| 71040 | 1 | |
| 69517 | 1 | |
| 69110 | 1 |
AIR_TIME
Real number (ℝ)
| Distinct | 2765 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70891.195 |
| Minimum | 2 |
|---|---|
| Maximum | 1987018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3898 |
| Q1 | 18532 |
| median | 40993 |
| Q3 | 83685 |
| 95-th percentile | 246018.6 |
| Maximum | 1987018 |
| Range | 1987016 |
| Interquartile range (IQR) | 65153 |
Descriptive statistics
| Standard deviation | 98773.078 |
|---|---|
| Coefficient of variation (CV) | 1.3933053 |
| Kurtosis | 66.607213 |
| Mean | 70891.195 |
| Median Absolute Deviation (MAD) | 27744 |
| Skewness | 5.56066 |
| Sum | 1.9799911 × 108 |
| Variance | 9.756121 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5670 | 2 | 0.1% |
| 18258 | 2 | 0.1% |
| 36607 | 2 | 0.1% |
| 36968 | 2 | 0.1% |
| 19350 | 2 | 0.1% |
| 33774 | 2 | 0.1% |
| 52475 | 2 | 0.1% |
| 6634 | 2 | 0.1% |
| 441 | 2 | 0.1% |
| 43141 | 2 | 0.1% |
| Other values (2755) | 2773 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 59 | 1 | |
| 69 | 1 | |
| 90 | 1 | |
| 91 | 1 | |
| 107 | 1 | |
| 166 | 1 | |
| 180 | 1 | |
| 200 | 1 | |
| 214 | 1 |
| Value | Count | Frequency (%) |
| 1987018 | 1 | |
| 1213282 | 1 | |
| 847333 | 1 | |
| 823928 | 1 | |
| 787016 | 1 | |
| 763253 | 1 | |
| 755662 | 1 | |
| 752049 | 1 | |
| 748848 | 1 | |
| 669904 | 1 |
Flight_Num
Real number (ℝ)
| Distinct | 1250 |
|---|---|
| Distinct (%) | 44.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 647.97888 |
| Minimum | 1 |
|---|---|
| Maximum | 8340 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 36 |
| Q1 | 176 |
| median | 438 |
| Q3 | 839 |
| 95-th percentile | 2027 |
| Maximum | 8340 |
| Range | 8339 |
| Interquartile range (IQR) | 663 |
Descriptive statistics
| Standard deviation | 732.08773 |
|---|---|
| Coefficient of variation (CV) | 1.1298019 |
| Kurtosis | 14.09523 |
| Mean | 647.97888 |
| Median Absolute Deviation (MAD) | 285 |
| Skewness | 2.8901386 |
| Sum | 1809805 |
| Variance | 535952.45 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 180 | 42 | 1.5% |
| 52 | 42 | 1.5% |
| 50 | 33 | 1.2% |
| 178 | 33 | 1.2% |
| 176 | 24 | 0.9% |
| 179 | 20 | 0.7% |
| 174 | 19 | 0.7% |
| 58 | 18 | 0.6% |
| 177 | 16 | 0.6% |
| 54 | 16 | 0.6% |
| Other values (1240) | 2530 |
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 2 | 12 | |
| 3 | 5 | |
| 4 | 10 | |
| 5 | 2 | 0.1% |
| 6 | 3 | 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 12 | |
| 10 | 4 | 0.1% |
| 12 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 8340 | 1 | |
| 7156 | 1 | |
| 6511 | 1 | |
| 6320 | 1 | |
| 4999 | 1 | |
| 4820 | 1 | |
| 4794 | 1 | |
| 4774 | 1 | |
| 4707 | 1 | |
| 4594 | 1 |
DISTANCE
Real number (ℝ)
| Distinct | 2761 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 498458.11 |
| Minimum | 237 |
|---|---|
| Maximum | 15642000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | 237 |
|---|---|
| 5-th percentile | 24561.6 |
| Q1 | 113142 |
| median | 264710 |
| Q3 | 572136 |
| 95-th percentile | 1811911.2 |
| Maximum | 15642000 |
| Range | 15641763 |
| Interquartile range (IQR) | 458994 |
Descriptive statistics
| Standard deviation | 754231.75 |
|---|---|
| Coefficient of variation (CV) | 1.5131296 |
| Kurtosis | 76.866637 |
| Mean | 498458.11 |
| Median Absolute Deviation (MAD) | 187338 |
| Skewness | 6.0680951 |
| Sum | 1.3921935 × 109 |
| Variance | 5.6886553 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 77372 | 3 | 0.1% |
| 108936 | 3 | 0.1% |
| 110160 | 3 | 0.1% |
| 26520 | 2 | 0.1% |
| 81000 | 2 | 0.1% |
| 60860 | 2 | 0.1% |
| 815915 | 2 | 0.1% |
| 77520 | 2 | 0.1% |
| 313950 | 2 | 0.1% |
| 499800 | 2 | 0.1% |
| Other values (2751) | 2770 |
| Value | Count | Frequency (%) |
| 237 | 1 | |
| 390 | 1 | |
| 448 | 1 | |
| 612 | 1 | |
| 655 | 1 | |
| 1135 | 1 | |
| 1183 | 1 | |
| 1254 | 1 | |
| 1339 | 1 | |
| 1358 | 1 |
| Value | Count | Frequency (%) |
| 15642000 | 1 | |
| 9622506 | 1 | |
| 6970212 | 1 | |
| 6481316 | 1 | |
| 6217560 | 1 | |
| 6100224 | 1 | |
| 6052298 | 1 | |
| 6009555 | 1 | |
| 5245348 | 1 | |
| 5187756 | 1 |
Passenger_Num
Real number (ℝ)
| Distinct | 2725 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84263.633 |
| Minimum | 84 |
|---|---|
| Maximum | 1082554 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | 84 |
|---|---|
| 5-th percentile | 4542 |
| Q1 | 22674 |
| median | 56800 |
| Q3 | 109508 |
| 95-th percentile | 264124.8 |
| Maximum | 1082554 |
| Range | 1082470 |
| Interquartile range (IQR) | 86834 |
Descriptive statistics
| Standard deviation | 95163.68 |
|---|---|
| Coefficient of variation (CV) | 1.1293565 |
| Kurtosis | 14.058747 |
| Mean | 84263.633 |
| Median Absolute Deviation (MAD) | 37108 |
| Skewness | 2.8874803 |
| Sum | 2.3534833 × 108 |
| Variance | 9.0561259 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23746 | 3 | 0.1% |
| 7860 | 3 | 0.1% |
| 83698 | 2 | 0.1% |
| 84 | 2 | 0.1% |
| 6458 | 2 | 0.1% |
| 67942 | 2 | 0.1% |
| 10202 | 2 | 0.1% |
| 46736 | 2 | 0.1% |
| 64842 | 2 | 0.1% |
| 23220 | 2 | 0.1% |
| Other values (2715) | 2771 |
| Value | Count | Frequency (%) |
| 84 | 2 | |
| 134 | 1 | |
| 142 | 1 | |
| 175.8281776 | 1 | |
| 187.6028402 | 1 | |
| 210 | 1 | |
| 214 | 1 | |
| 220 | 1 | |
| 224 | 1 | |
| 242 | 1 |
| Value | Count | Frequency (%) |
| 1082554 | 1 | |
| 929026 | 1 | |
| 845678 | 1 | |
| 821694 | 1 | |
| 654284 | 1 | |
| 627434 | 1 | |
| 620950 | 1 | |
| 620644 | 1 | |
| 611424 | 1 | |
| 598240 | 1 |
ITIN_FARE
Real number (ℝ)
| Distinct | 1426 |
|---|---|
| Distinct (%) | 51.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 391.4539 |
| Minimum | 0 |
|---|---|
| Maximum | 1999 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 166.9 |
| Q1 | 312 |
| median | 384.5 |
| Q3 | 468 |
| 95-th percentile | 604.5 |
| Maximum | 1999 |
| Range | 1999 |
| Interquartile range (IQR) | 156 |
Descriptive statistics
| Standard deviation | 135.1319 |
|---|---|
| Coefficient of variation (CV) | 0.34520515 |
| Kurtosis | 10.069061 |
| Mean | 391.4539 |
| Median Absolute Deviation (MAD) | 77.25 |
| Skewness | 1.1836039 |
| Sum | 1093330.8 |
| Variance | 18260.631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 370.5 | 8 | 0.3% |
| 466 | 7 | 0.3% |
| 309 | 7 | 0.3% |
| 355.5 | 7 | 0.3% |
| 464.5 | 7 | 0.3% |
| 444 | 7 | 0.3% |
| 344 | 7 | 0.3% |
| 333 | 7 | 0.3% |
| 408 | 7 | 0.3% |
| 310.5 | 7 | 0.3% |
| Other values (1416) | 2722 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 11 | 2 | |
| 43.5 | 1 | |
| 54.75 | 1 | |
| 66.5 | 1 | |
| 71.5 | 1 | |
| 72 | 1 | |
| 72.5 | 1 | |
| 75 | 1 | |
| 79.5 | 1 |
| Value | Count | Frequency (%) |
| 1999 | 1 | |
| 1465 | 1 | |
| 1307 | 1 | |
| 1172.5 | 1 | |
| 1069.5 | 1 | |
| 1055 | 1 | |
| 1017.5 | 1 | |
| 909 | 1 | |
| 902.75 | 1 | |
| 894.5 | 1 |
Origin_TYPE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.6 KiB |
| large_airport | |
|---|---|
| medium_airport |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 13.178661 |
| Min length | 13 |
Characters and Unicode
| Total characters | 36808 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | medium_airport |
|---|---|
| 2nd row | large_airport |
| 3rd row | medium_airport |
| 4th row | medium_airport |
| 5th row | large_airport |
Common Values
| Value | Count | Frequency (%) |
| large_airport | 2294 | |
| medium_airport | 499 | 17.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| large_airport | 2294 | |
| medium_airport | 499 | 17.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 7880 | |
| a | 5087 | |
| i | 3292 | |
| e | 2793 | 7.6% |
| _ | 2793 | 7.6% |
| p | 2793 | 7.6% |
| o | 2793 | 7.6% |
| t | 2793 | 7.6% |
| l | 2294 | 6.2% |
| g | 2294 | 6.2% |
| Other values (3) | 1996 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 34015 | |
| Connector Punctuation | 2793 | 7.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 7880 | |
| a | 5087 | |
| i | 3292 | |
| e | 2793 | 8.2% |
| p | 2793 | 8.2% |
| o | 2793 | 8.2% |
| t | 2793 | 8.2% |
| l | 2294 | 6.7% |
| g | 2294 | 6.7% |
| m | 998 | 2.9% |
| Other values (2) | 998 | 2.9% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2793 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 34015 | |
| Common | 2793 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 7880 | |
| a | 5087 | |
| i | 3292 | |
| e | 2793 | 8.2% |
| p | 2793 | 8.2% |
| o | 2793 | 8.2% |
| t | 2793 | 8.2% |
| l | 2294 | 6.7% |
| g | 2294 | 6.7% |
| m | 998 | 2.9% |
| Other values (2) | 998 | 2.9% |
Common
| Value | Count | Frequency (%) |
| _ | 2793 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36808 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 7880 | |
| a | 5087 | |
| i | 3292 | |
| e | 2793 | 7.6% |
| _ | 2793 | 7.6% |
| p | 2793 | 7.6% |
| o | 2793 | 7.6% |
| t | 2793 | 7.6% |
| l | 2294 | 6.2% |
| g | 2294 | 6.2% |
| Other values (3) | 1996 | 5.4% |
Origin_NAME
Categorical
| Distinct | 262 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.6 KiB |
| Hartsfield Jackson Atlanta International Airport | 145 |
|---|---|
| Dallas Fort Worth International Airport | 122 |
| Denver International Airport | 114 |
| Charlotte Douglas International Airport | 105 |
| Detroit Metropolitan Wayne County Airport | 72 |
| Other values (257) |
Length
| Max length | 60 |
|---|---|
| Median length | 49 |
| Mean length | 36.049767 |
| Min length | 9 |
Characters and Unicode
| Total characters | 100687 |
|---|---|
| Distinct characters | 61 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 76 ? |
|---|---|
| Unique (%) | 2.7% |
Sample
| 1st row | Lehigh Valley International Airport |
|---|---|
| 2nd row | Albuquerque International Sunport |
| 3rd row | Southwest Georgia Regional Airport |
| 4th row | Alexandria International Airport |
| 5th row | Augusta Regional At Bush Field |
Common Values
| Value | Count | Frequency (%) |
| Hartsfield Jackson Atlanta International Airport | 145 | 5.2% |
| Dallas Fort Worth International Airport | 122 | 4.4% |
| Denver International Airport | 114 | 4.1% |
| Charlotte Douglas International Airport | 105 | 3.8% |
| Detroit Metropolitan Wayne County Airport | 72 | 2.6% |
| Ronald Reagan Washington National Airport | 65 | 2.3% |
| Newark Liberty International Airport | 61 | 2.2% |
| George Bush Intercontinental Houston Airport | 59 | 2.1% |
| McCarran International Airport | 58 | 2.1% |
| General Edward Lawrence Logan International Airport | 57 | 2.0% |
| Other values (252) | 1935 |
Length
| Value | Count | Frequency (%) |
| airport | 2609 | |
| international | 1988 | 17.5% |
| fort | 177 | 1.6% |
| field | 170 | 1.5% |
| dallas | 170 | 1.5% |
| jackson | 152 | 1.3% |
| hartsfield | 145 | 1.3% |
| atlanta | 145 | 1.3% |
| worth | 122 | 1.1% |
| regional | 120 | 1.1% |
| Other values (434) | 5542 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 10228 | |
| n | 9815 | |
| t | 9721 | |
| a | 8986 | 8.9% |
| 8548 | 8.5% | |
| o | 8398 | 8.3% |
| i | 7396 | 7.3% |
| e | 6019 | 6.0% |
| l | 5559 | 5.5% |
| A | 3093 | 3.1% |
| Other values (51) | 22924 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 79865 | |
| Uppercase Letter | 11805 | 11.7% |
| Space Separator | 8548 | 8.5% |
| Other Punctuation | 237 | 0.2% |
| Dash Punctuation | 224 | 0.2% |
| Open Punctuation | 3 | < 0.1% |
| Close Punctuation | 3 | < 0.1% |
| Control | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 10228 | |
| n | 9815 | |
| t | 9721 | |
| a | 8986 | |
| o | 8398 | |
| i | 7396 | |
| e | 6019 | |
| l | 5559 | |
| p | 3009 | 3.8% |
| s | 2017 | 2.5% |
| Other values (17) | 8717 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 3093 | |
| I | 2186 | |
| C | 694 | 5.9% |
| D | 597 | 5.1% |
| W | 506 | 4.3% |
| F | 484 | 4.1% |
| M | 482 | 4.1% |
| H | 458 | 3.9% |
| L | 444 | 3.8% |
| B | 406 | 3.4% |
| Other values (14) | 2455 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 156 | |
| ' | 49 | 20.7% |
| . | 27 | 11.4% |
| & | 5 | 2.1% |
Control
| Value | Count | Frequency (%) |
| € | 1 | |
| “ | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 8548 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 224 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 91670 | |
| Common | 9017 | 9.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 10228 | |
| n | 9815 | |
| t | 9721 | |
| a | 8986 | |
| o | 8398 | |
| i | 7396 | 8.1% |
| e | 6019 | 6.6% |
| l | 5559 | 6.1% |
| A | 3093 | 3.4% |
| p | 3009 | 3.3% |
| Other values (41) | 19446 |
Common
| Value | Count | Frequency (%) |
| 8548 | ||
| - | 224 | 2.5% |
| / | 156 | 1.7% |
| ' | 49 | 0.5% |
| . | 27 | 0.3% |
| & | 5 | 0.1% |
| ( | 3 | < 0.1% |
| ) | 3 | < 0.1% |
| € | 1 | < 0.1% |
| “ | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100684 | |
| None | 3 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 10228 | |
| n | 9815 | |
| t | 9721 | |
| a | 8986 | 8.9% |
| 8548 | 8.5% | |
| o | 8398 | 8.3% |
| i | 7396 | 7.3% |
| e | 6019 | 6.0% |
| l | 5559 | 5.5% |
| A | 3093 | 3.1% |
| Other values (48) | 22921 |
None
| Value | Count | Frequency (%) |
| â | 1 | |
| € | 1 | |
| “ | 1 |
Origin_Longitude
Real number (ℝ)
| Distinct | 262 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -93.167509 |
| Minimum | -176.646 |
|---|---|
| Maximum | -68.828102 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2793 |
| Negative (%) | 100.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | -176.646 |
|---|---|
| 5-th percentile | -122.309 |
| Q1 | -104.673 |
| median | -86.753502 |
| Q3 | -80.9431 |
| 95-th percentile | -73.7789 |
| Maximum | -68.828102 |
| Range | 107.81789 |
| Interquartile range (IQR) | 23.729897 |
Descriptive statistics
| Standard deviation | 17.819703 |
|---|---|
| Coefficient of variation (CV) | -0.1912652 |
| Kurtosis | 2.3379739 |
| Mean | -93.167509 |
| Median Absolute Deviation (MAD) | 9.7158049 |
| Skewness | -1.4076625 |
| Sum | -260216.85 |
| Variance | 317.5418 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -84.428101 | 145 | 5.2% |
| -97.038002 | 122 | 4.4% |
| -104.6729965 | 114 | 4.1% |
| -80.94309998 | 105 | 3.8% |
| -83.35340118 | 72 | 2.6% |
| -77.037697 | 65 | 2.3% |
| -74.16870117 | 61 | 2.2% |
| -95.34140015 | 59 | 2.1% |
| -115.1520004 | 58 | 2.1% |
| -71.00520325 | 57 | 2.0% |
| Other values (252) | 1935 |
| Value | Count | Frequency (%) |
| -176.6459961 | 1 | < 0.1% |
| -162.598999 | 1 | < 0.1% |
| -159.3390045 | 8 | 0.3% |
| -157.924228 | 23 | |
| -156.951004 | 1 | < 0.1% |
| -156.766008 | 2 | 0.1% |
| -156.429993 | 9 | 0.3% |
| -156.045603 | 11 | |
| -155.0480042 | 2 | 0.1% |
| -152.4940033 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -68.82810211 | 6 | 0.2% |
| -70.309303 | 2 | 0.1% |
| -70.82330322 | 1 | < 0.1% |
| -71.00520325 | 57 | |
| -71.420403 | 2 | 0.1% |
| -71.435699 | 2 | 0.1% |
| -71.8757019 | 1 | < 0.1% |
| -72.68319702 | 24 | |
| -72.88680267 | 1 | < 0.1% |
| -73.10019684 | 5 | 0.2% |
Origin_Latitude
Real number (ℝ)
| Distinct | 262 |
|---|---|
| Distinct (%) | 9.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.258775 |
| Minimum | 19.721399 |
|---|---|
| Maximum | 71.285402 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | 19.721399 |
|---|---|
| 5-th percentile | 26.41312 |
| Q1 | 33.434299 |
| median | 38.805801 |
| Q3 | 41.3032 |
| 95-th percentile | 45.7775 |
| Maximum | 71.285402 |
| Range | 51.564003 |
| Interquartile range (IQR) | 7.8689005 |
Descriptive statistics
| Standard deviation | 6.1144027 |
|---|---|
| Coefficient of variation (CV) | 0.16410638 |
| Kurtosis | 2.2513547 |
| Mean | 37.258775 |
| Median Absolute Deviation (MAD) | 3.765602 |
| Skewness | 0.26340716 |
| Sum | 104063.76 |
| Variance | 37.38592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 33.6367 | 145 | 5.2% |
| 32.896801 | 122 | 4.4% |
| 39.86169815 | 114 | 4.1% |
| 35.2140007 | 105 | 3.8% |
| 42.21239853 | 72 | 2.6% |
| 38.8521 | 65 | 2.3% |
| 40.69250107 | 61 | 2.2% |
| 29.9843998 | 59 | 2.1% |
| 36.08010101 | 58 | 2.1% |
| 42.36429977 | 57 | 2.0% |
| Other values (252) | 1935 |
| Value | Count | Frequency (%) |
| 19.72139931 | 2 | 0.1% |
| 19.738783 | 11 | 0.4% |
| 20.78560066 | 1 | < 0.1% |
| 20.8986 | 9 | 0.3% |
| 21.32062 | 23 | |
| 21.97599983 | 8 | 0.3% |
| 24.55610085 | 4 | 0.1% |
| 25.79319954 | 25 | |
| 25.90679932 | 4 | 0.1% |
| 26.072599 | 50 |
| Value | Count | Frequency (%) |
| 71.285402 | 2 | 0.1% |
| 66.88469696 | 1 | < 0.1% |
| 64.81510162 | 2 | 0.1% |
| 61.17440033 | 17 | |
| 59.50329971 | 2 | 0.1% |
| 58.35499954 | 4 | 0.1% |
| 57.75 | 1 | < 0.1% |
| 56.80170059 | 1 | < 0.1% |
| 55.35559845 | 3 | 0.1% |
| 51.87799835 | 1 | < 0.1% |
Destination_TYPE
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.6 KiB |
| large_airport | |
|---|---|
| medium_airport |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 13.151092 |
| Min length | 13 |
Characters and Unicode
| Total characters | 36731 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | large_airport |
|---|---|
| 2nd row | large_airport |
| 3rd row | large_airport |
| 4th row | large_airport |
| 5th row | large_airport |
Common Values
| Value | Count | Frequency (%) |
| large_airport | 2371 | |
| medium_airport | 422 | 15.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| large_airport | 2371 | |
| medium_airport | 422 | 15.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 7957 | |
| a | 5164 | |
| i | 3215 | |
| e | 2793 | 7.6% |
| _ | 2793 | 7.6% |
| p | 2793 | 7.6% |
| o | 2793 | 7.6% |
| t | 2793 | 7.6% |
| l | 2371 | 6.5% |
| g | 2371 | 6.5% |
| Other values (3) | 1688 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 33938 | |
| Connector Punctuation | 2793 | 7.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 7957 | |
| a | 5164 | |
| i | 3215 | |
| e | 2793 | 8.2% |
| p | 2793 | 8.2% |
| o | 2793 | 8.2% |
| t | 2793 | 8.2% |
| l | 2371 | 7.0% |
| g | 2371 | 7.0% |
| m | 844 | 2.5% |
| Other values (2) | 844 | 2.5% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2793 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 33938 | |
| Common | 2793 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 7957 | |
| a | 5164 | |
| i | 3215 | |
| e | 2793 | 8.2% |
| p | 2793 | 8.2% |
| o | 2793 | 8.2% |
| t | 2793 | 8.2% |
| l | 2371 | 7.0% |
| g | 2371 | 7.0% |
| m | 844 | 2.5% |
| Other values (2) | 844 | 2.5% |
Common
| Value | Count | Frequency (%) |
| _ | 2793 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36731 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 7957 | |
| a | 5164 | |
| i | 3215 | |
| e | 2793 | 7.6% |
| _ | 2793 | 7.6% |
| p | 2793 | 7.6% |
| o | 2793 | 7.6% |
| t | 2793 | 7.6% |
| l | 2371 | 6.5% |
| g | 2371 | 6.5% |
| Other values (3) | 1688 | 4.6% |
Destination_NAME
Categorical
| Distinct | 267 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 43.6 KiB |
| Chicago O'Hare International Airport | 110 |
|---|---|
| Salt Lake City International Airport | 80 |
| Seattle Tacoma International Airport | 76 |
| Minneapolis-St Paul International/Wold-Chamberlain Airport | 76 |
| Phoenix Sky Harbor International Airport | 72 |
| Other values (262) |
Length
| Max length | 60 |
|---|---|
| Median length | 48 |
| Mean length | 34.883996 |
| Min length | 12 |
Characters and Unicode
| Total characters | 97431 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 80 ? |
|---|---|
| Unique (%) | 2.9% |
Sample
| 1st row | Hartsfield Jackson Atlanta International Airport |
|---|---|
| 2nd row | Hartsfield Jackson Atlanta International Airport |
| 3rd row | Hartsfield Jackson Atlanta International Airport |
| 4th row | Hartsfield Jackson Atlanta International Airport |
| 5th row | Hartsfield Jackson Atlanta International Airport |
Common Values
| Value | Count | Frequency (%) |
| Chicago O'Hare International Airport | 110 | 3.9% |
| Salt Lake City International Airport | 80 | 2.9% |
| Seattle Tacoma International Airport | 76 | 2.7% |
| Minneapolis-St Paul International/Wold-Chamberlain Airport | 76 | 2.7% |
| Phoenix Sky Harbor International Airport | 72 | 2.6% |
| San Francisco International Airport | 71 | 2.5% |
| Philadelphia International Airport | 68 | 2.4% |
| Tampa International Airport | 62 | 2.2% |
| Orlando Sanford International Airport | 54 | 1.9% |
| St Louis Lambert International Airport | 54 | 1.9% |
| Other values (257) | 2070 |
Length
| Value | Count | Frequency (%) |
| airport | 2679 | |
| international | 2075 | 18.6% |
| san | 191 | 1.7% |
| regional | 172 | 1.5% |
| chicago | 145 | 1.3% |
| city | 120 | 1.1% |
| o'hare | 110 | 1.0% |
| field | 107 | 1.0% |
| orlando | 101 | 0.9% |
| st | 93 | 0.8% |
| Other values (456) | 5349 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 10178 | |
| n | 9614 | |
| t | 9450 | |
| a | 8935 | |
| 8350 | 8.6% | |
| o | 8158 | 8.4% |
| i | 7495 | 7.7% |
| e | 5655 | 5.8% |
| l | 4861 | 5.0% |
| p | 3167 | 3.3% |
| Other values (50) | 21568 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 76882 | |
| Uppercase Letter | 11651 | 12.0% |
| Space Separator | 8350 | 8.6% |
| Other Punctuation | 304 | 0.3% |
| Dash Punctuation | 216 | 0.2% |
| Control | 14 | < 0.1% |
| Close Punctuation | 7 | < 0.1% |
| Open Punctuation | 7 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 10178 | |
| n | 9614 | |
| t | 9450 | |
| a | 8935 | |
| o | 8158 | |
| i | 7495 | |
| e | 5655 | |
| l | 4861 | |
| p | 3167 | 4.1% |
| s | 1528 | 2.0% |
| Other values (16) | 7841 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 2924 | |
| I | 2234 | |
| S | 937 | 8.0% |
| C | 624 | 5.4% |
| M | 520 | 4.5% |
| P | 455 | 3.9% |
| L | 430 | 3.7% |
| F | 396 | 3.4% |
| H | 383 | 3.3% |
| R | 366 | 3.1% |
| Other values (14) | 2382 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 122 | |
| ' | 110 | |
| . | 63 | |
| & | 9 | 3.0% |
Control
| Value | Count | Frequency (%) |
| € | 7 | |
| “ | 7 |
Space Separator
| Value | Count | Frequency (%) |
| 8350 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 216 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 7 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 88533 | |
| Common | 8898 | 9.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 10178 | |
| n | 9614 | |
| t | 9450 | |
| a | 8935 | |
| o | 8158 | |
| i | 7495 | |
| e | 5655 | 6.4% |
| l | 4861 | 5.5% |
| p | 3167 | 3.6% |
| A | 2924 | 3.3% |
| Other values (40) | 18096 |
Common
| Value | Count | Frequency (%) |
| 8350 | ||
| - | 216 | 2.4% |
| / | 122 | 1.4% |
| ' | 110 | 1.2% |
| . | 63 | 0.7% |
| & | 9 | 0.1% |
| ) | 7 | 0.1% |
| ( | 7 | 0.1% |
| € | 7 | 0.1% |
| “ | 7 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 97410 | |
| None | 21 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 10178 | |
| n | 9614 | |
| t | 9450 | |
| a | 8935 | |
| 8350 | 8.6% | |
| o | 8158 | 8.4% |
| i | 7495 | 7.7% |
| e | 5655 | 5.8% |
| l | 4861 | 5.0% |
| p | 3167 | 3.3% |
| Other values (47) | 21547 |
None
| Value | Count | Frequency (%) |
| € | 7 | |
| “ | 7 | |
| â | 7 |
Destination_Longitude
Real number (ℝ)
| Distinct | 267 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -95.67852 |
| Minimum | -165.44501 |
|---|---|
| Maximum | -70.309303 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2793 |
| Negative (%) | 100.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | -165.44501 |
|---|---|
| 5-th percentile | -122.375 |
| Q1 | -111.983 |
| median | -90.258003 |
| Q3 | -81.308998 |
| 95-th percentile | -74.168701 |
| Maximum | -70.309303 |
| Range | 95.135704 |
| Interquartile range (IQR) | 30.674004 |
Descriptive statistics
| Standard deviation | 17.789109 |
|---|---|
| Coefficient of variation (CV) | -0.18592583 |
| Kurtosis | 0.22314025 |
| Mean | -95.67852 |
| Median Absolute Deviation (MAD) | 10.105301 |
| Skewness | -0.84544363 |
| Sum | -267230.11 |
| Variance | 316.45239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -87.9048 | 110 | 3.9% |
| -111.9779968 | 80 | 2.9% |
| -122.308998 | 76 | 2.7% |
| -93.221802 | 76 | 2.7% |
| -112.012001 | 72 | 2.6% |
| -122.375 | 71 | 2.5% |
| -75.2410965 | 68 | 2.4% |
| -82.53320312 | 62 | 2.2% |
| -81.23750305 | 54 | 1.9% |
| -90.370003 | 54 | 1.9% |
| Other values (257) | 2070 |
| Value | Count | Frequency (%) |
| -165.4450073 | 2 | 0.1% |
| -162.598999 | 1 | < 0.1% |
| -161.8379974 | 1 | < 0.1% |
| -159.3390045 | 4 | 0.1% |
| -157.924228 | 6 | |
| -157.095993 | 1 | < 0.1% |
| -156.6730042 | 1 | < 0.1% |
| -156.429993 | 10 | |
| -156.045603 | 5 | |
| -155.0480042 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| -70.309303 | 12 | |
| -70.82330322 | 1 | < 0.1% |
| -71.00520325 | 3 | 0.1% |
| -71.420403 | 14 | |
| -71.435699 | 10 | |
| -71.8757019 | 3 | 0.1% |
| -72.68319702 | 1 | < 0.1% |
| -72.88680267 | 1 | < 0.1% |
| -73.10019684 | 2 | 0.1% |
| -73.15329742 | 1 | < 0.1% |
Destination_Latitude
Real number (ℝ)
| Distinct | 267 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.845718 |
| Minimum | 19.721399 |
|---|---|
| Maximum | 70.194702 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 43.6 KiB |
Quantile statistics
| Minimum | 19.721399 |
|---|---|
| 5-th percentile | 26.5362 |
| Q1 | 32.733601 |
| median | 37.618999 |
| Q3 | 40.788399 |
| 95-th percentile | 45.588699 |
| Maximum | 70.194702 |
| Range | 50.473303 |
| Interquartile range (IQR) | 8.0547981 |
Descriptive statistics
| Standard deviation | 6.1957032 |
|---|---|
| Coefficient of variation (CV) | 0.1681526 |
| Kurtosis | 1.1029963 |
| Mean | 36.845718 |
| Median Absolute Deviation (MAD) | 4.1847 |
| Skewness | 0.17973533 |
| Sum | 102910.09 |
| Variance | 38.386738 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41.9786 | 110 | 3.9% |
| 40.78839874 | 80 | 2.9% |
| 47.449001 | 76 | 2.7% |
| 44.882 | 76 | 2.7% |
| 33.43429947 | 72 | 2.6% |
| 37.61899948 | 71 | 2.5% |
| 39.87189865 | 68 | 2.4% |
| 27.97550011 | 62 | 2.2% |
| 28.77759933 | 54 | 1.9% |
| 38.748697 | 54 | 1.9% |
| Other values (257) | 2070 |
| Value | Count | Frequency (%) |
| 19.72139931 | 1 | < 0.1% |
| 19.738783 | 5 | 0.2% |
| 20.8986 | 10 | 0.4% |
| 20.96290016 | 1 | < 0.1% |
| 21.1529007 | 1 | < 0.1% |
| 21.32062 | 6 | 0.2% |
| 21.97599983 | 4 | 0.1% |
| 24.55610085 | 5 | 0.2% |
| 25.79319954 | 36 | |
| 26.072599 | 23 |
| Value | Count | Frequency (%) |
| 70.19470215 | 2 | |
| 66.88469696 | 1 | < 0.1% |
| 64.81510162 | 2 | |
| 64.5121994 | 2 | |
| 61.17440033 | 3 | |
| 60.77980042 | 1 | < 0.1% |
| 60.4917984 | 2 | |
| 58.35499954 | 2 | |
| 57.04710007 | 2 | |
| 56.80170059 | 1 | < 0.1% |
| DEP_DELAY | ARR_DELAY | AIR_TIME | Flight_Num | DISTANCE | Passenger_Num | ITIN_FARE | Origin_Longitude | Origin_Latitude | Destination_Longitude | Destination_Latitude | Origin_TYPE | Destination_TYPE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DEP_DELAY | 1.000 | 0.991 | 0.817 | 0.938 | 0.759 | 0.938 | 0.143 | 0.083 | 0.032 | 0.057 | 0.084 | 0.107 | 0.136 |
| ARR_DELAY | 0.991 | 1.000 | 0.804 | 0.933 | 0.743 | 0.933 | 0.160 | 0.082 | 0.042 | 0.059 | 0.098 | 0.100 | 0.126 |
| AIR_TIME | 0.817 | 0.804 | 1.000 | 0.855 | 0.987 | 0.854 | 0.243 | 0.048 | -0.067 | -0.083 | -0.007 | 0.117 | 0.106 |
| Flight_Num | 0.938 | 0.933 | 0.855 | 1.000 | 0.792 | 1.000 | 0.157 | 0.050 | -0.028 | 0.038 | 0.035 | 0.178 | 0.158 |
| DISTANCE | 0.759 | 0.743 | 0.987 | 0.792 | 1.000 | 0.791 | 0.234 | 0.041 | -0.072 | -0.103 | -0.014 | 0.106 | 0.096 |
| Passenger_Num | 0.938 | 0.933 | 0.854 | 1.000 | 0.791 | 1.000 | 0.156 | 0.050 | -0.028 | 0.039 | 0.035 | 0.177 | 0.157 |
| ITIN_FARE | 0.143 | 0.160 | 0.243 | 0.157 | 0.234 | 0.156 | 1.000 | 0.057 | -0.018 | -0.068 | 0.100 | 0.182 | 0.207 |
| Origin_Longitude | 0.083 | 0.082 | 0.048 | 0.050 | 0.041 | 0.050 | 0.057 | 1.000 | 0.129 | 0.483 | -0.086 | 0.372 | 0.158 |
| Origin_Latitude | 0.032 | 0.042 | -0.067 | -0.028 | -0.072 | -0.028 | -0.018 | 0.129 | 1.000 | -0.006 | 0.077 | 0.358 | 0.160 |
| Destination_Longitude | 0.057 | 0.059 | -0.083 | 0.038 | -0.103 | 0.039 | -0.068 | 0.483 | -0.006 | 1.000 | -0.079 | 0.147 | 0.310 |
| Destination_Latitude | 0.084 | 0.098 | -0.007 | 0.035 | -0.014 | 0.035 | 0.100 | -0.086 | 0.077 | -0.079 | 1.000 | 0.152 | 0.281 |
| Origin_TYPE | 0.107 | 0.100 | 0.117 | 0.178 | 0.106 | 0.177 | 0.182 | 0.372 | 0.358 | 0.147 | 0.152 | 1.000 | 0.059 |
| Destination_TYPE | 0.136 | 0.126 | 0.106 | 0.158 | 0.096 | 0.157 | 0.207 | 0.158 | 0.160 | 0.310 | 0.281 | 0.059 | 1.000 |
| Route | ORIGIN | DESTINATION | ORIGIN_CITY_NAME | DEST_CITY_NAME | DEP_DELAY | ARR_DELAY | AIR_TIME | Flight_Num | DISTANCE | Passenger_Num | ITIN_FARE | Origin_TYPE | Origin_NAME | Origin_Longitude | Origin_Latitude | Destination_TYPE | Destination_NAME | Destination_Longitude | Destination_Latitude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ABE-ATL | ABE | ATL | Allentown/Bethlehem/Easton, PA | Atlanta, GA | 3637.00 | 4933.00 | 43270.00 | 434 | 300328.00 | 56796.00 | 573.00 | medium_airport | Lehigh Valley International Airport | -75.44 | 40.65 | large_airport | Hartsfield Jackson Atlanta International Airport | -84.43 | 33.64 |
| 1 | ABQ-ATL | ABQ | ATL | Albuquerque, NM | Atlanta, GA | 1664.00 | 2016.00 | 54067.00 | 330 | 418770.00 | 43214.00 | 458.25 | large_airport | Albuquerque International Sunport | -106.61 | 35.04 | large_airport | Hartsfield Jackson Atlanta International Airport | -84.43 | 33.64 |
| 2 | ABY-ATL | ABY | ATL | Albany, GA | Atlanta, GA | 5036.00 | 4814.00 | 16953.00 | 498 | 72210.00 | 64616.00 | 462.75 | medium_airport | Southwest Georgia Regional Airport | -84.19 | 31.54 | large_airport | Hartsfield Jackson Atlanta International Airport | -84.43 | 33.64 |
| 3 | AEX-ATL | AEX | ATL | Alexandria, LA | Atlanta, GA | 5010.00 | 4730.00 | 49247.00 | 640 | 320000.00 | 82778.00 | 505.50 | medium_airport | Alexandria International Airport | -92.55 | 31.33 | large_airport | Hartsfield Jackson Atlanta International Airport | -84.43 | 33.64 |
| 4 | AGS-ATL | AGS | ATL | Augusta, GA | Atlanta, GA | 12268.00 | 12636.00 | 43867.00 | 1367 | 195481.00 | 176880.00 | 404.00 | large_airport | Augusta Regional At Bush Field | -81.96 | 33.37 | large_airport | Hartsfield Jackson Atlanta International Airport | -84.43 | 33.64 |
| 5 | ALB-ATL | ALB | ATL | Albany, NY | Atlanta, GA | 2800.00 | 2660.00 | 60980.00 | 500 | 426500.00 | 64904.00 | 513.25 | medium_airport | Albany International Airport | -73.80 | 42.75 | large_airport | Hartsfield Jackson Atlanta International Airport | -84.43 | 33.64 |
| 6 | ASE-ATL | ASE | ATL | Aspen, CO | Atlanta, GA | 2819.00 | 2669.00 | 30315.00 | 173 | 225592.00 | 22038.00 | 669.25 | medium_airport | Aspen-Pitkin Co/Sardy Field | -106.87 | 39.22 | large_airport | Hartsfield Jackson Atlanta International Airport | -84.43 | 33.64 |
| 7 | ATL-CSG | CSG | ATL | Columbus, GA | Atlanta, GA | 3412.00 | 3602.00 | 7185.00 | 277 | 22991.00 | 36652.00 | 474.00 | medium_airport | Columbus Metropolitan Airport | -84.94 | 32.52 | large_airport | Hartsfield Jackson Atlanta International Airport | -84.43 | 33.64 |
| 8 | ABE-CLT | ABE | CLT | Allentown/Bethlehem/Easton, PA | Charlotte, NC | 3588.00 | 4470.00 | 42947.00 | 502 | 241462.00 | 66374.00 | 440.00 | medium_airport | Lehigh Valley International Airport | -75.44 | 40.65 | large_airport | Charlotte Douglas International Airport | -80.94 | 35.21 |
| 9 | AGS-CLT | AGS | CLT | Augusta, GA | Charlotte, NC | 11626.00 | 11443.00 | 31339.00 | 966 | 135240.00 | 126368.00 | 358.50 | large_airport | Augusta Regional At Bush Field | -81.96 | 33.37 | large_airport | Charlotte Douglas International Airport | -80.94 | 35.21 |
| Route | ORIGIN | DESTINATION | ORIGIN_CITY_NAME | DEST_CITY_NAME | DEP_DELAY | ARR_DELAY | AIR_TIME | Flight_Num | DISTANCE | Passenger_Num | ITIN_FARE | Origin_TYPE | Origin_NAME | Origin_Longitude | Origin_Latitude | Destination_TYPE | Destination_NAME | Destination_Longitude | Destination_Latitude | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2783 | PSG-WRG | PSG | WRG | Petersburg, AK | Wrangell, AK | 2298.00 | 2431.00 | 2225.00 | 173 | 5363.00 | 22446.00 | 340.25 | medium_airport | Petersburg James A Johnson Airport | -132.95 | 56.80 | medium_airport | Wrangell Airport | -132.37 | 56.48 |
| 2784 | LAS-SMX | LAS | SMX | Las Vegas, NV | Santa Maria, CA | 863.00 | 1020.00 | 4946.00 | 90 | 27900.00 | 12044.00 | 116.75 | large_airport | McCarran International Airport | -115.15 | 36.08 | medium_airport | Santa Maria Pub/Capt G Allan Hancock Field | -120.46 | 34.90 |
| 2785 | LAX-RDD | LAX | RDD | Los Angeles, CA | Redding, CA | 488.00 | 381.00 | 3725.00 | 49 | 24549.00 | 6012.00 | 266.00 | large_airport | Los Angeles International Airport | -118.41 | 33.94 | medium_airport | Redding Municipal Airport | -122.29 | 40.51 |
| 2786 | MCO-PSM | MCO | PSM | Orlando, FL | Portsmouth, NH | 268.00 | 308.00 | 12133.00 | 75 | 87525.00 | 10134.00 | 91.75 | large_airport | Orlando International Airport | -81.31 | 28.43 | medium_airport | Portsmouth International at Pease Airport | -70.82 | 43.08 |
| 2787 | ORD-PAH | ORD | PAH | Chicago, IL | Paducah, KY | 4579.00 | 4844.00 | 19290.00 | 299 | 102258.00 | 39474.00 | 321.25 | large_airport | Chicago O'Hare International Airport | -87.90 | 41.98 | medium_airport | Barkley Regional Airport | -88.77 | 37.06 |
| 2788 | ORD-SLN | ORD | SLN | Chicago, IL | Salina, KS | 4573.00 | 5184.00 | 12742.00 | 146 | 81614.00 | 18266.00 | 247.75 | large_airport | Chicago O'Hare International Airport | -87.90 | 41.98 | medium_airport | Salina Municipal Airport | -97.65 | 38.79 |
| 2789 | ORD-UIN | ORD | UIN | Chicago, IL | Quincy, IL | 5106.00 | 5314.00 | 11679.00 | 257 | 57054.00 | 32860.00 | 168.00 | large_airport | Chicago O'Hare International Airport | -87.90 | 41.98 | medium_airport | Quincy Regional Baldwin Field | -91.19 | 39.94 |
| 2790 | MSP-RHI | MSP | RHI | Minneapolis, MN | Rhinelander, WI | 5093.00 | 6720.00 | 13429.00 | 344 | 65360.00 | 44470.00 | 252.50 | large_airport | Minneapolis-St Paul International/Wold-Chamberlain Airport | -93.22 | 44.88 | medium_airport | Rhinelander Oneida County Airport | -89.47 | 45.63 |
| 2791 | SEA-YKM | SEA | YKM | Seattle, WA | Yakima, WA | 6456.00 | 7864.00 | 17512.00 | 610 | 62830.00 | 79180.00 | 232.00 | large_airport | Seattle Tacoma International Airport | -122.31 | 47.45 | medium_airport | Yakima Air Terminal McAllister Field | -120.54 | 46.57 |
| 2792 | SLC-TWF | SLC | TWF | Salt Lake City, UT | Twin Falls, ID | 4428.00 | 4641.00 | 19656.00 | 582 | 101850.00 | 77760.00 | 292.75 | large_airport | Salt Lake City International Airport | -111.98 | 40.79 | medium_airport | Joslin Field Magic Valley Regional Airport | -114.49 | 42.48 |